Author

Guangyan Li

Johns Hopkins UniversityPrimary ORCID profile (0009-0008-5919-1354 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Guangyan LiiD1 paper · Broad Institute

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Brian S. CaffoiD· 1 shared Carlo ColantuoniiD· 1 shared Genevieve Stein-O’BrieniD· 1 shared Huan CheniD· 1 shared Jinrui LiuiD· 1 shared Luo XiaoiD· 1 shared Shreyash SonthaliaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Brian S. CaffoORCID

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1 paper

Recent·Most cited

Structured Joint Decomposition (SJD) identifies shared dynamics across collections of biologically related multi-omics data matrices

Huan Chen, Guangyan Li, Jinrui Liu, Shreyash Sonthalia, Genevieve Stein-O’Brien, Luo Xiao, Brian S. Caffo, Carlo Colantuoni

SJD identifies shared molecular variation across multi-omics datasets by decomposing matrices with hierarchical structure, applied to neurogenesis RNA-seq data.

bioRxiv · Nov 7, 2022 · PreprintBioinformatics